Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:57 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4231146465730 |
| 1990-02-01 | 52.5115449839766 |
| 1990-03-01 | 52.9150311668065 |
| 1990-04-01 | 52.3786658414654 |
| 1990-05-01 | 51.9059889193023 |
| 1990-06-01 | 52.4115782016012 |
| 1990-07-01 | 52.4154617973413 |
| 1990-08-01 | 52.8131548852414 |
| 1990-09-01 | 52.7879730054704 |
| 1990-10-01 | 52.8463024789144 |
| 1990-11-01 | 53.0255858217874 |
| 1990-12-01 | 53.1032565032884 |
| 1991-01-01 | 53.1648309646600 |
| 1991-02-01 | 52.8844377672581 |
| 1991-03-01 | 52.6925194457453 |
| 1991-04-01 | 52.6499535995340 |
| 1991-05-01 | 52.3642753867602 |
| 1991-06-01 | 52.2411723177624 |
| 1991-07-01 | 51.2809547474338 |
| 1991-08-01 | 51.5555280967321 |
| 1991-09-01 | 51.6946395617400 |
| 1991-10-01 | 51.9096493525516 |
| 1991-11-01 | 52.0843194316411 |
| 1991-12-01 | 51.8540232788814 |
| 1992-01-01 | 52.3054053143929 |
| 1992-02-01 | 52.1012272743663 |
| 1992-03-01 | 51.4847590123779 |
| 1992-04-01 | 51.8109294698540 |
| 1992-05-01 | 52.0763726135341 |
| 1992-06-01 | 52.3295674506317 |
| 1992-07-01 | 52.5418440635745 |
| 1992-08-01 | 52.5316667726944 |
| 1992-09-01 | 52.5013472575084 |
| 1992-10-01 | 53.0421860832237 |
| 1992-11-01 | 52.7671647022937 |
| 1992-12-01 | 52.7002757176413 |
| 1993-01-01 | 52.6089822247801 |
| 1993-02-01 | 52.8006862750461 |
| 1993-03-01 | 51.0466113404443 |
| 1993-04-01 | 53.6573548491714 |
| 1993-05-01 | 53.7388456165136 |
| 1993-06-01 | 52.5164740071489 |
| 1993-07-01 | 53.8932577873673 |
| 1993-08-01 | 53.9204181899095 |
| 1993-09-01 | 54.6350731890481 |
| 1993-10-01 | 54.0944890024699 |
| 1993-11-01 | 53.9723825754736 |
| 1993-12-01 | 54.0897395191846 |
| 1994-01-01 | 53.8488952914535 |
| 1994-02-01 | 53.8342414638444 |
| 1994-03-01 | 52.4586200517264 |
| 1994-04-01 | 53.9146162507850 |
| 1994-05-01 | 53.8062553726832 |
| 1994-06-01 | 53.5271301960669 |
| 1994-07-01 | 53.8888132063354 |
| 1994-08-01 | 53.8219341242262 |
| 1994-09-01 | 53.8076471344661 |
| 1994-10-01 | 53.4671837653398 |
| 1994-11-01 | 53.4643910938834 |
| 1994-12-01 | 53.1772235893288 |
| 1995-01-01 | 54.0048935633779 |
| 1995-02-01 | 54.1809945681755 |
| 1995-03-01 | 54.9494808197232 |
| 1995-04-01 | 54.0889603295784 |
| 1995-05-01 | 53.6933304021842 |
| 1995-06-01 | 53.8423406893549 |
| 1995-07-01 | 53.4182939835848 |
| 1995-08-01 | 53.4486834491512 |
| 1995-09-01 | 53.4905696798703 |
| 1995-10-01 | 53.2998140085700 |
| 1995-11-01 | 53.6491605574827 |
| 1995-12-01 | 53.8364928427681 |
| 1996-01-01 | 52.9480546471264 |
| 1996-02-01 | 53.9452125044123 |
| 1996-03-01 | 53.8374857372772 |
| 1996-04-01 | 53.9477243160423 |
| 1996-05-01 | 54.7197230247291 |
| 1996-06-01 | 54.6889782792731 |
| 1996-07-01 | 54.7416861449256 |
| 1996-08-01 | 55.1021907163856 |
| 1996-09-01 | 54.9320602285876 |
| 1996-10-01 | 54.8606956704179 |
| 1996-11-01 | 54.8734339111772 |
| 1996-12-01 | 54.3764542970323 |
| 1997-01-01 | 54.6297710925075 |
| 1997-02-01 | 55.0194887985580 |
| 1997-03-01 | 54.3524526383951 |
| 1997-04-01 | 54.8899390988278 |
| 1997-05-01 | 55.1179740312405 |
| 1997-06-01 | 55.1727674715392 |
| 1997-07-01 | 55.2989481508399 |
| 1997-08-01 | 55.4803692922346 |
| 1997-09-01 | 55.6153079397175 |
| 1997-10-01 | 55.9157315321159 |
| 1997-11-01 | 55.6721860641223 |
| 1997-12-01 | 55.6830779823073 |
| 1998-01-01 | 53.9953462815238 |
| 1998-02-01 | 53.6837774088427 |
| 1998-03-01 | 54.0837478468351 |
| 1998-04-01 | 58.0742094586944 |
| 1998-05-01 | 58.0414381138340 |
| 1998-06-01 | 58.1059982377907 |
| 1998-07-01 | 59.0999544984591 |
| 1998-08-01 | 58.8863055845948 |
| 1998-09-01 | 59.0658963706089 |
| 1998-10-01 | 59.6885658730166 |
| 1998-11-01 | 59.7560964936692 |
| 1998-12-01 | 60.5714382525513 |
| 1999-01-01 | 60.7838410973177 |
| 1999-02-01 | 61.2029520491255 |
| 1999-03-01 | 65.7580862892062 |
| 1999-04-01 | 61.2339313337209 |
| 1999-05-01 | 61.3369587625164 |
| 1999-06-01 | 61.3181824151632 |
| 1999-07-01 | 60.7211526599399 |
| 1999-08-01 | 60.3408536127050 |
| 1999-09-01 | 61.0722964538464 |
| 1999-10-01 | 61.1385627736325 |
| 1999-11-01 | 61.7272570592778 |
| 1999-12-01 | 62.5418325589797 |
| 2000-01-01 | 62.1572465037801 |
| 2000-02-01 | 61.9866728332144 |
| 2000-03-01 | 63.4761966815510 |
| 2000-04-01 | 63.2364218370182 |
| 2000-05-01 | 62.6309398972061 |
| 2000-06-01 | 62.6702587150090 |
| 2000-07-01 | 63.4783577583275 |
| 2000-08-01 | 63.5441847203364 |
| 2000-09-01 | 64.0020938689370 |
| 2000-10-01 | 63.7676139694765 |
| 2000-11-01 | 63.8451190757744 |
| 2000-12-01 | 63.8746074671786 |
| 2001-01-01 | 64.2737129748259 |
| 2001-02-01 | 65.2307869456331 |
| 2001-03-01 | 64.6667108556725 |
| 2001-04-01 | 64.1818977500390 |
| 2001-05-01 | 64.5699218645993 |
| 2001-06-01 | 64.7682580570947 |
| 2001-07-01 | 64.6258794822678 |
| 2001-08-01 | 64.4422152139548 |
| 2001-09-01 | 64.4054223643325 |
| 2001-10-01 | 64.6295713309997 |
| 2001-11-01 | 64.4417736563052 |
| 2001-12-01 | 64.3837645094387 |
| 2002-01-01 | 64.5880431949738 |
| 2002-02-01 | 64.7336017497835 |
| 2002-03-01 | 65.0780030779503 |
| 2002-04-01 | 65.1891038088734 |
| 2002-05-01 | 65.1796051518199 |
| 2002-06-01 | 65.2108806716966 |
| 2002-07-01 | 65.1143051038837 |
| 2002-08-01 | 64.9077712165034 |
| 2002-09-01 | 64.7793782799086 |
| 2002-10-01 | 65.2615060763003 |
| 2002-11-01 | 65.6449050206425 |
| 2002-12-01 | 65.9488722887018 |
| 2003-01-01 | 66.9390339356360 |
| 2003-02-01 | 66.3438773136329 |
| 2003-03-01 | 64.8640901198836 |
| 2003-04-01 | 66.7619506683104 |
| 2003-05-01 | 67.1310736467420 |
| 2003-06-01 | 66.7527752462449 |
| 2003-07-01 | 67.0570814125221 |
| 2003-08-01 | 67.4907534474856 |
| 2003-09-01 | 67.7291641954960 |
| 2003-10-01 | 67.6144470122464 |
| 2003-11-01 | 67.7543172472283 |
| 2003-12-01 | 67.8178671555037 |
| 2004-01-01 | 68.7473622980193 |
| 2004-02-01 | 67.2550172579517 |
| 2004-03-01 | 67.7208308255955 |
| 2004-04-01 | 68.1634379789840 |
| 2004-05-01 | 68.2259646700685 |
| 2004-06-01 | 68.4374108228054 |
| 2004-07-01 | 68.6528375595354 |
| 2004-08-01 | 68.6756172054784 |
| 2004-09-01 | 68.4873980521199 |
| 2004-10-01 | 68.3291460203769 |
| 2004-11-01 | 68.2863144640000 |
| 2004-12-01 | 68.6295458412226 |
| 2005-01-01 | 67.8739992640334 |
| 2005-02-01 | 67.4716962032676 |
| 2005-03-01 | 66.9253148095879 |
| 2005-04-01 | 69.8133576396701 |
| 2005-05-01 | 69.7987229526711 |
| 2005-06-01 | 69.7214941122593 |
| 2005-07-01 | 69.8855013907300 |
| 2005-08-01 | 69.8151538980891 |
| 2005-09-01 | 70.1459279510899 |
| 2005-10-01 | 69.6048709778728 |
| 2005-11-01 | 69.7472348152298 |
| 2005-12-01 | 69.4738643272688 |
| 2006-01-01 | 70.2118916806483 |
| 2006-02-01 | 71.0674983734542 |
| 2006-03-01 | 71.4640254335147 |
| 2006-04-01 | 71.4811683138297 |
| 2006-05-01 | 71.1260364893084 |
| 2006-06-01 | 71.4247366518008 |
| 2006-07-01 | 71.3275029490326 |
| 2006-08-01 | 71.6795841425144 |
| 2006-09-01 | 71.8568867097360 |
| 2006-10-01 | 72.1576608483818 |
| 2006-11-01 | 72.1670161998849 |
| 2006-12-01 | 71.8938623138683 |
| 2007-01-01 | 71.7150561281834 |
| 2007-02-01 | 71.6908617729960 |
| 2007-03-01 | 71.1458997642645 |
| 2007-04-01 | 72.1866390343959 |
| 2007-05-01 | 72.7156298444153 |
| 2007-06-01 | 73.2295940244292 |
| 2007-07-01 | 73.3922006239724 |
| 2007-08-01 | 73.3484427341700 |
| 2007-09-01 | 73.4727851652208 |
| 2007-10-01 | 72.9574216537231 |
| 2007-11-01 | 73.4692804372823 |
| 2007-12-01 | 73.5481950808003 |
| 2008-01-01 | 73.6295384807881 |
| 2008-02-01 | 73.3377721409153 |
| 2008-03-01 | 73.0731005519008 |
| 2008-04-01 | 73.4767803277133 |
| 2008-05-01 | 73.5470249551809 |
| 2008-06-01 | 73.2302218422311 |
| 2008-07-01 | 73.3648606645679 |
| 2008-08-01 | 73.2132433135886 |
| 2008-09-01 | 72.8116214345379 |
| 2008-10-01 | 73.0472494804239 |
| 2008-11-01 | 72.2766466887856 |
| 2008-12-01 | 71.7824037035707 |
| 2009-01-01 | 72.2158867929460 |
| 2009-02-01 | 71.5449296449315 |
| 2009-03-01 | 70.9896140329882 |
| 2009-04-01 | 70.7077812436099 |
| 2009-05-01 | 70.9954795587617 |
| 2009-06-01 | 70.7452879590453 |
| 2009-07-01 | 70.4792926468369 |
| 2009-08-01 | 70.5709056308025 |
| 2009-09-01 | 70.9219398325634 |
| 2009-10-01 | 71.0781711020554 |
| 2009-11-01 | 71.1265578913838 |
| 2009-12-01 | 72.0448913111644 |
| 2010-01-01 | 71.7328015161715 |
| 2010-02-01 | 72.9103655372480 |
| 2010-03-01 | 70.9263438804476 |
| 2010-04-01 | 72.8630993906755 |
| 2010-05-01 | 72.6543531536187 |
| 2010-06-01 | 72.6653451133757 |
| 2010-07-01 | 72.4161809032759 |
| 2010-08-01 | 72.7065458060400 |
| 2010-09-01 | 72.4912372061909 |
| 2010-10-01 | 72.8346242400948 |
| 2010-11-01 | 73.1856410005672 |
| 2010-12-01 | 73.2678899204339 |
| 2011-01-01 | 75.0546708217983 |
| 2011-02-01 | 73.4619117542413 |
| 2011-03-01 | 73.7208512440624 |
| 2011-04-01 | 73.5698084383258 |
| 2011-05-01 | 73.7137520812535 |
| 2011-06-01 | 74.1482781306648 |
| 2011-07-01 | 74.1366413504448 |
| 2011-08-01 | 73.9988684579059 |
| 2011-09-01 | 74.4933265740930 |
| 2011-10-01 | 74.4722615478794 |
| 2011-11-01 | 74.8225136360663 |
| 2011-12-01 | 74.7411146325384 |
| 2012-01-01 | 75.3810237478969 |
| 2012-02-01 | 75.2445890575744 |
| 2012-03-01 | 77.0142715703631 |
| 2012-04-01 | 75.5585983007056 |
| 2012-05-01 | 74.3834632274007 |
| 2012-06-01 | 74.0464258640878 |
| 2012-07-01 | 72.9102499591908 |
| 2012-08-01 | 73.2383999832329 |
| 2012-09-01 | 73.4007461696232 |
| 2012-10-01 | 73.6172112028439 |
| 2012-11-01 | 73.5145967651536 |
| 2012-12-01 | 73.1656608527439 |
| 2013-01-01 | 72.3093225369084 |
| 2013-02-01 | 72.7402294138129 |
| 2013-03-01 | 72.5369278415050 |
| 2013-04-01 | 73.0848669222853 |
| 2013-05-01 | 73.3512064287246 |
| 2013-06-01 | 73.3055920658916 |
| 2013-07-01 | 73.8758984580016 |
| 2013-08-01 | 74.3181763822533 |
| 2013-09-01 | 74.2237075242108 |
| 2013-10-01 | 74.0711451831651 |
| 2013-11-01 | 74.1895847207294 |
| 2013-12-01 | 73.8186030470079 |
| 2014-01-01 | 75.0239552584427 |
| 2014-02-01 | 75.3017025581778 |
| 2014-03-01 | 72.8333653770440 |
| 2014-04-01 | 74.9238000389271 |
| 2014-05-01 | 75.5274640560048 |
| 2014-06-01 | 75.9340312543200 |
| 2014-07-01 | 75.6766121326554 |
| 2014-08-01 | 75.9275930319471 |
| 2014-09-01 | 75.9090599484111 |
| 2014-10-01 | 75.4982165692824 |
| 2014-11-01 | 75.4076712290275 |
| 2014-12-01 | 75.3761073804891 |
| 2015-01-01 | 75.4720201326946 |
| 2015-02-01 | 75.6526059701921 |
| 2015-03-01 | 72.9919109947050 |
| 2015-04-01 | 75.5720261235442 |
| 2015-05-01 | 76.6302204979177 |
| 2015-06-01 | 76.2019310727577 |
| 2015-07-01 | 76.5045168188665 |
| 2015-08-01 | 76.3485422365707 |
| 2015-09-01 | 76.0916213617581 |
| 2015-10-01 | 76.4266670382151 |
| 2015-11-01 | 76.3853129730402 |
| 2015-12-01 | 76.1323347190177 |
| 2016-01-01 | 76.3739068596349 |
| 2016-02-01 | 76.4744132407663 |
| 2016-03-01 | 76.7467764985431 |
| 2016-04-01 | 77.4960487811881 |
| 2016-05-01 | 76.9569967090537 |
| 2016-06-01 | 76.7953457257707 |
| 2016-07-01 | 76.6142800467487 |
| 2016-08-01 | 76.4313984515698 |
| 2016-09-01 | 76.7424524119058 |
| 2016-10-01 | 76.8349346716179 |
| 2016-11-01 | 77.1194387104288 |
| 2016-12-01 | 77.1861019201435 |
| 2017-01-01 | 76.9913036994556 |
| 2017-02-01 | 77.2961290888917 |
| 2017-03-01 | 77.0428609207867 |
| 2017-04-01 | 77.6518401903412 |
| 2017-05-01 | 77.5550926468732 |
| 2017-06-01 | 77.4224523062515 |
| 2017-07-01 | 77.1261795542727 |
| 2017-08-01 | 77.4344088124194 |
| 2017-09-01 | 77.3771600238790 |
| 2017-10-01 | 77.3800481888167 |
| 2017-11-01 | 77.0847139179590 |
| 2017-12-01 | 77.7613896344784 |
| 2018-01-01 | 77.9865815709496 |
| 2018-02-01 | 77.5093257434972 |
| 2018-03-01 | 76.7443519449392 |
| 2018-04-01 | 76.5958223909215 |
| 2018-05-01 | 77.7350199109553 |
| 2018-06-01 | 78.5732899379807 |
| 2018-07-01 | 78.3183560959205 |
| 2018-08-01 | 78.2788259228509 |
| 2018-09-01 | 77.8157525529356 |
| 2018-10-01 | 77.7292210374610 |
| 2018-11-01 | 77.8449108383046 |
| 2018-12-01 | 77.7709535679136 |
| 2019-01-01 | 77.9934442394246 |
| 2019-02-01 | 78.3087228822516 |
| 2019-03-01 | 76.1487385488715 |
| 2019-04-01 | 78.3569006085370 |
| 2019-05-01 | 78.5042700930523 |
| 2019-06-01 | 78.3465744720538 |
| 2019-07-01 | 78.5317267320092 |
| 2019-08-01 | 78.5171482065972 |
| 2019-09-01 | 78.3554622485625 |
| 2019-10-01 | 77.9339206268005 |
| 2019-11-01 | 77.5301762666405 |
| 2019-12-01 | 76.8414529443721 |
| 2020-01-01 | 77.4380217217892 |
| 2020-02-01 | 75.6465179628502 |
| 2020-03-01 | 76.2028961464864 |
| 2020-04-01 | 64.1288281785347 |
| 2020-05-01 | 68.9055904440410 |
| 2020-06-01 | 70.9499923403858 |
| 2020-07-01 | 71.4813627029078 |
| 2020-08-01 | 72.0226485711459 |
| 2020-09-01 | 73.0155795265212 |
| 2020-10-01 | 74.0572940989866 |
| 2020-11-01 | 74.5068103772768 |
| 2020-12-01 | 75.0006223058853 |
| 2021-01-01 | 74.1679865284613 |
| 2021-02-01 | 75.6459444676875 |
| 2021-03-01 | 73.1602212582221 |
| 2021-04-01 | 76.1775470427817 |
| 2021-05-01 | 75.8028655005442 |
| 2021-06-01 | 75.5688132507158 |
| 2021-07-01 | 76.1895056728181 |
| 2021-08-01 | 76.2317746433741 |
| 2021-09-01 | 76.4406134201086 |
| 2021-10-01 | 77.0886017211883 |
| 2021-11-01 | 77.6027068831761 |
| 2021-12-01 | 78.3336235930916 |
| 2022-01-01 | 78.2071231053222 |
| 2022-02-01 | 77.5521023551808 |
| 2022-03-01 | 78.2732249195377 |
| 2022-04-01 | 78.3798528733367 |
| 2022-05-01 | 77.9346403622173 |
| 2022-06-01 | 77.7664460724514 |
| 2022-07-01 | 78.0132065241158 |
| 2022-08-01 | 77.9495349031463 |
| 2022-09-01 | 77.9162138861940 |
| 2022-10-01 | 77.8049560794272 |
| 2022-11-01 | 77.9897193908261 |
| 2022-12-01 | 77.9403322136972 |
| 2023-01-01 | 77.5288742707406 |
| 2023-02-01 | 77.3608171616957 |
| 2023-03-01 | 77.8979629740541 |
| 2023-04-01 | 77.6037207842571 |
| 2023-05-01 | 77.6051464008748 |
| 2023-06-01 | 77.5647634640578 |
| 2023-07-01 | 77.2393465919631 |
| 2023-08-01 | 77.5017315072324 |
| 2023-09-01 | 77.7944387091977 |
| 2023-10-01 | 77.3906618839666 |
| 2023-11-01 | 76.2099555035459 |
| 2023-12-01 | 76.0702168163726 |
| 2024-01-01 | 77.0434906983484 |
| 2024-02-01 | 77.8365895723178 |
| 2024-03-01 | 78.1160675652296 |
| 2024-04-01 | 78.0321217706909 |
| 2024-05-01 | 78.6029513140957 |
| 2024-06-01 | 79.0321031928241 |
| 2024-07-01 | 78.4686532679189 |
| 2024-08-01 | 78.5118762409518 |
| 2024-09-01 | 78.6157893548395 |
| 2024-10-01 | 78.2987500434024 |
| 2024-11-01 | 77.8652297248645 |
| 2024-12-01 | 77.8130427376935 |
| 2025-01-01 | 78.5623291510132 |
| 2025-02-01 | 78.6630159166800 |
| 2025-03-01 | 78.5344200976611 |
| 2025-04-01 | 79.1217016915776 |
| 2025-05-01 | 79.7193406490863 |
| 2025-06-01 | 79.2086618636814 |
| 2025-07-01 | 79.2896072266132 |
| 2025-08-01 | 79.2233783149842 |
| 2025-09-01 | 79.0306137899596 |
| 2025-10-01 | 79.4264637575867 |
| 2025-11-01 | 80.1950458395781 |
| 2025-12-01 | 80.2967306232790 |
| 2026-01-01 | 84.2086481803327 |
| 2026-02-01 | 83.8764726341501 |
| 2026-03-01 | 78.2662489520674 |
| 2026-04-01 | 76.5944124075972 |
| 2026-05-01 | 75.0601443706022 |
| 2026-06-01 | 75.7395241663932 |